Finding Influential eBay Buyers for Viral Marketing A Conceptual Model of BuyerRank

User Generated Content (UGC) plays a key role in the current and future e-commence at the era of Web 2.0. As an important form of UGC, the online auction site eBay has enjoyed tremendous growth rates since its inception. Many social networks emerge across different communities on eBay. The notion of viral marketing has been proposed in both literature and practice. However, in order to find the “opinion leader” in the social network, marketers need to have a sound analytic tool to rank potential buyers. In order to tackle this issue, this paper propose a BuyerRank, a Social Network Analysis (SNA) model that assists marketers to rank potential buyers based on their future influence estimated from their past auction/purchase behaviour on eBay. The paper also provides a detailed state-of-the-art review of recent work on SNA and viral marketing in the light of the Web 2.0 e-commerce context.

[1]  Michael L. Brodie The end of the computing era: Hephaestus meets the olympians , 2008 .

[2]  Steffen Staab,et al.  Social Networks Applied , 2005, IEEE Intell. Syst..

[3]  Balaji Rajagopalan,et al.  Knowledge-sharing and influence in online social networks via viral marketing , 2003, CACM.

[4]  Krishna P. Gummadi,et al.  Measurement and analysis of online social networks , 2007, IMC '07.

[5]  Kang Zhang,et al.  Social Network Analysis of Online Marketplaces , 2007, IEEE International Conference on e-Business Engineering (ICEBE'07).

[6]  Pedro M. Domingos Mining Social Networks for Viral Marketing , 2022 .

[7]  B. Achiriloaie,et al.  VI REFERENCES , 1961 .

[8]  D. Parkes,et al.  Analysis of Bidding Networks in eBay: Aggregate Preference Identification through Community Detection , 2007 .

[9]  Matthew Richardson,et al.  Yes, there is a correlation: - from social networks to personal behavior on the web , 2008, WWW.

[10]  Sergey Brin,et al.  The Anatomy of a Large-Scale Hypertextual Web Search Engine , 1998, Comput. Networks.

[11]  Kang Zhang,et al.  Social Network Analysis of Online Marketplaces , 2007 .

[12]  Michael L. Brodie The end of the computing era: Hephaestus meets the olympians , 2008, 2008 2nd IEEE International Conference on Digital Ecosystems and Technologies.

[13]  Chris Volinsky,et al.  Network-Based Marketing: Identifying Likely Adopters Via Consumer Networks , 2006, math/0606278.

[14]  Duen Horng Chau,et al.  The eBay graph: How do online auction users interact? , 2008, IEEE INFOCOM Workshops 2008.

[15]  Tom A. B. Snijders,et al.  Social Network Analysis , 2011, International Encyclopedia of Statistical Science.

[16]  M E J Newman,et al.  Fast algorithm for detecting community structure in networks. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

[17]  S. Doyle The role of social networks in marketing , 2007 .

[18]  Yanbin Tu,et al.  An application of web-based data mining: selling strategies for online auctions , 2008, Online Inf. Rev..

[19]  John Scott What is social network analysis , 2010 .